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CVScriba

Your CV, written for the job.

Stop sending the same resume everywhere. Paste a job offer, get a CV and letter made for that role.

Get started → See how it works

ATS-ready · Works in any field

Built to bypass ATS filters

Scroll to see every field

FOR EVERY FIELD

Medicine Law Finance Teaching Engineering Nursing Pharmacy Design Marketing Research Software Data Consulting Public health Journalism Architecture HR Arts Government Logistics

Three steps. Done.

Built for internships and first jobs. From your profile to a ready application.

1

Add your profile

Courses, projects, internships. Your real experience only.

2

Paste the posting

Internship, co-op, or full-time. URL or full text.

3

Send the set

AI-tailored CV + cover letter as ATS-ready PDFs.

See CVScriba on a real internship CV.

Same profile. Three concrete demos. Click a step or watch it move.

Beat the filter before a human ever sees you.

Most intern applications die in ATS. Here’s a real student CV scored against a research intern posting.

Alex Rivera

(111) 111-1111 | alex.rivera@gmail.com | linkedin.com/in/alex-rivera | github.com/alex-rivera

Education

McGill University · Bachelor of Computer EngineeringSep. 2020 – Present

Montreal, QC · Golden Key International Honour Society

Experience

Software Engineer Intern · Cloud Services CompanyMay 202X – Present
  • Led end-to-end development of a production-grade service using AWS CDK (TypeScript) and Java Lambda functions, automating campaign management and scaling to 6M+ emails/day.
  • Launched AWS CloudWatch dashboards used daily by marketing, cutting costs and saving 80+ hours of manual work each week.
  • Integrated SNS/SQS with S3 for systems processing 40M+ events/day, reducing campaign processing time by 23%.
Backend Engineer Intern · AutodeskJan 202X – May 202X
  • Delivered Java and Spring Boot microservices powering customer workflows for 50M+ users worldwide.
  • Implemented Redis-backed caching with Caffeine, raising hit rate from 38% to 91% and cutting latency from 410 ms to 170 ms ($11K monthly savings).
  • Introduced resilience4j rate limiting, reducing peak 5xx errors by 40% and maintaining 99.98% availability.
Machine Learning Engineer Intern · TRC Companies, Inc.May 202X – Sep 202X
  • Built a Python NLP pipeline (scikit-learn, spaCy, NLTK), productionized as a Flask API with Redis, cutting processing from 5 to 3 minutes across 1,200+ requirements/month.
  • Engineered BERT-based dependency extraction, improving project planning efficiency by 37%.
Backend Engineer Intern · TRC Companies, Inc.May 2023 – Sep 2023
  • Built 30+ AWS Lambda functions and 15+ Step Function workflows, reducing execution time by 65%.
  • Built a Spring Boot app, containerized with Docker, deployed on AWS EC2, serving 30+ stakeholders.

Leadership Experience

CTO · Empor AppJun 2024 – Present
  • Led 100% of development of a React Native marketplace with Spring Boot backend; 1,000+ transactions; $2,500 grant.
Educator / Creator · Instagram, YouTube, TikTokJun 2023 – Present
  • Technical content reaching 300,000+ followers and 13.7M+ monthly impressions.

Projects

  • Predictor · Django, MATLAB: satellite-collision prediction tool with 3D visualizations.
  • Virtual Care App · TensorFlow, Spring Boot: AI advice, sentiment-aware TTS, geolocated clinics.

Technical Skills

Languages: Python, JavaScript, TypeScript, SQL, HTML5, CSS, C

Frameworks: Spring Boot, React, Next.js, React Native, Node.js, Flask, TensorFlow

Tools: AWS, Docker, Git, GCP, Firebase, Postman, Prisma

What we found

Strengths identified

Strong technical skills and quantified bullets with measurable impact.

Improvement suggestions

Emphasize systems design and put a production-grade project near the top.

91

/ 100

Excellent

Category breakdown

ATS readability25/25
Content quality32/35
Writing9/10
Job match20/25
Application ready5/5

Bullet rewrite

Before

Developed a Spring Boot app with Docker on AWS EC2.

After

Cut deployment overhead 40% by containerizing Spring Boot services on AWS EC2, shipping releases to 30+ stakeholders in hours, not days.

AI content writer

Rewrite every bullet for that internship/job.

Rewrite any bullet for any internship or job. Quantified, in your voice, in seconds.

Generate bullet →

Rewrite every bullet for that internship/job.

Paste the Job Description. AI rewrites your real bullets with the keywords they ask for, still your experience.

  • Before / after from a real intern CV
  • Keywords pulled from the Job Description
  • Cover letter rewritten in the same pass

Job posting · Software Engineering Intern

Software Engineering Intern — Cloud / Backend. You will ship services on AWS, write Java or TypeScript, and improve reliability for high-traffic systems. Must-haves: AWS, Docker, Spring Boot or similar, Python or SQL, systems design fundamentals.

AWS Docker Spring Boot Python systems design

Cover letter snippet

“I’m applying for your Software Engineering Intern role. At Autodesk I shipped Spring Boot services for 50M+ users and cut cache latency nearly in half — the same reliability focus your posting asks for.”

AI content writer

Rewrite any bullet for any internship or job. Quantified, in your voice, in seconds.

Generate bullet →

Experience · Autodesk / Cloud Services

Before

Worked on backend services for customers.

After

Delivered Java and Spring Boot microservices powering customer workflows for 50M+ users worldwide, from design through production rollout.

Before

Added caching to make the app faster.

After

Implemented a Redis-backed caching layer with Caffeine, raising hit rate from 38% to 91% and cutting latency from 410 ms to 170 ms ($11K monthly infra savings).

Before

Built Lambda functions for automation.

After

Led end-to-end development of a production service with AWS CDK and Java Lambdas, scaling campaign automation to 6M+ emails/day.

Keywords matched · written in your voice

AWS Spring Boot Redis Docker Lambda

Stop losing internships in a messy spreadsheet.

Every tailored posting is saved with status, CV version, and cover letter.

  • One workspace for every internship you apply to
  • Know which CV version got the callback
  • PDFs ready the second they ask

2

Interviews

3

Waiting

12

Ready PDFs

Your applications

6

Company Role CV Status
Shopify SWE Intern v3 Interview
CHUM Data Intern v2 Applied
Local firm Legal Intern v1 Phone
Notion Product Intern v2 Offer
Stripe SWE Intern v3 Applied
Gov. lab Research Intern v2 No reply

Selected · Shopify SWE Intern

Tailored May 12 · CV v3 + cover letter attached

CV · PDF ready Cover letter · PDF ready

Students who got the call.

Three real stories. How students turned silence into callbacks.

Three interviews in one week. Same week I stopped sending a generic resume. Recruiters finally saw the work I actually did, not a template.

Maya, McGill

01
03

Already used by students at

McGill Concordia UdeM Polytechnique uOttawa McGill Concordia UdeM Polytechnique uOttawa McGill Concordia UdeM Polytechnique uOttawa McGill Concordia UdeM Polytechnique uOttawa

Simple pricing.

Simple plans. Upgrade when you apply more.

Free

$0

forever

  • ✓3 tailored applications
  • ✓CV + cover letter PDFs
  • ✓Any field, EN & FR
Get started
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Pro

$12/ month

  • ✓Unlimited applications
  • ✓Priority generation
  • ✓Application tracking
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• Questions

Answers, briefly.

A chatbot rewrites one bullet at a time if you prompt it correctly. It cannot read a job posting against your resume, score the fit, surface the keywords you are missing, or keep your voice consistent across thirty rewrites. And every chatbot writes in the same flat tone recruiters now skip. Here the analysis, scoring, and rewriting stay in your existing voice, not a generic one.
It is built to sound like you. No invented jobs, no fake metrics, no buzzword soup. It reorders and sharpens what you already did so the posting sees the right proof first.
Yes. Exports are clean, single-column PDFs with real text, not image-based layouts that ATS tools choke on.
Yes. Every run gives you downloadable PDFs for the tailored CV and cover letter, ready to send.
Yes. Medicine, law, teaching, research, finance, design, nursing, and more. Same flow for any field where you are applying.
Yes. If you are on Pro, you can cancel whenever you want. No lock-in.